Cédric ROMMEL
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
quantization
(1)
network architecture
(1)
uncertainty quantification
(1)
data augmentation
(1)
human pose estimation
(1)
invariance learning
(1)
3d pose estimation
(1)
bilevel optimization
(1)
conditional density estimation
(1)
eeg signal
(1)
sleep stage classification
(1)
monocular depth
(1)
neural network
(1)
differentiable augmentation
(1)
multi-hypothesis estimation
(1)
learnable augmentation layer
(1)
automatic data augmentation
(1)
centroidal voronoi tessellation
(1)
pose manifold
(1)
class-wise augmentation
(1)
Papers
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
NeurIPS 2024
Winner-takes-all learners are geometry-aware conditional density estimators
ICML 2024
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals
ICLR 2022
Deep invariant networks with differentiable augmentation layers
NeurIPS 2022